Somali Voice-to-Report Assistant (GenAI)

Machine Learning
Mobile Dev
Android
Somali Voice-to-Report Assistant (GenAI) project screenshot

Tech Stack

Java
Android Studio
Whisper
Ollama
Python

Description

Created a bridge for low-resource language translation using a hybrid mobile/server architecture. The Android app captures voice notes and transmits them to a self-hosted server.

The backend utilizes OpenAI Whisper for high-fidelity Somali-to-English transcription, which is then piped into Ollama to restructure the raw text into a professional, formal report.

  • Orchestrated a multi-model GenAI pipeline to solve both translation and formatting tasks
  • Configured a secure local server environment to handle heavy inference workloads off-device